Dr. Defu Qiu is a researcher at the China University of Mining and Technology, Xuzhou, China, specializing in medical imaging, radiomics, and artificial intelligence–based computational intelligence, with a particular focus on MRI analysis and deep learning–driven diagnostic modeling. His research advances the application of U-shaped neural network architectures and multi-level information compensation strategies to enhance image resolution and disease differentiation in complex clinical settings, including cardiac imaging and spinal oncology. Dr. Qiu has published 20 articles, which have received over 552 citations, and he holds an h-index of 11, demonstrating consistent academic impact. His work appears in high-quality international journals such as IEEE Transactions on Emerging Topics in Computational Intelligence and Journal of Bone Oncology. Through interdisciplinary and multi-institutional collaborations, his research contributes to the development of reliable AI-assisted diagnostic tools, supporting improved clinical decision-making and delivering meaningful societal and healthcare impact through more accurate, non-invasive medical imaging solutions.
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